Update README.md

README.md

@@ -2,4 +2,12 @@
 license: gpl
 ---
 
-I will fill this up soon!
+This model uses a pretrained YOLO Darknet model to perform object detection on an input image. The model is able to identify 80 classes from the COCO dataset. The classes are listed here `config/coco.names`.
+
+### Usage
+Clone the repository using
+```
+repo = Repository("/local_repo_name", clone_from="danieladejumo/darknet-coco-object_detection")
+```
+
+Run a detection by using the function `detect(path_to_image)` `darknet-coco-object_detection.ipynb`. The output image with the detection rectangle and classes will be saved to `images/image_file_name-det.jpg`